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cc00492 bf22d26 409647d 48ed32b bf22d26 409647d bf22d26 33ddabb 7380f80 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 | import gradio as gr
from fastbook import *
from fastai.vision.widgets import *
import timm
categories = ['accident' , 'non-accident']
learn = load_learner('model.pkl')
def classify(img):
category,index,probs = learn.predict(img)
return (dict(zip(categories , map(float,probs))))
img = gr.inputs.Image(shape=(224))
label = gr.outputs.Label()
example = ['accident.jpg' , 'non-accident.jpg']
iface = gr.Interface(fn=classify, inputs="image", outputs="label" , examples= example)
iface.launch() |